A New Diffusion-Based Variational Model for Image Denoising and Segmentation. - Fang Li 004; Chaomin Shen 001; Ling Pi (J. Math. Imaging Vis., 2006)

Variational-based speckle noise removal of SAR imagery. - Chaomin Shen 001; Yaxin Peng; Ling Pi; Zhibin Li (IGARSS, 2007)

A variational formulation for segmenting desired objects in color images. - Ling Pi; Chaomin Shen 001; Fang Li 004; Jinsong Fan (Image Vis. Comput., 2007)

Color Image Segmentation for Objects of Interest with Modified Geodesic Active Contour Method. - Ling Pi; Jinsong Fan; Chaomin Shen 001 (J. Math. Imaging Vis., 2007)

Image restoration combining a total variational filter and a fourth-order filter. - Fang Li 004; Chaomin Shen 001; Jingsong Fan; Chunli Shen (J. Vis. Commun. Image Represent., 2007)

A semi-automatic method for burn scar delineation using a modified Chan-Vese model. - Yaxin Peng; Ling Pi; Chaomin Shen 001 (Comput. Geosci., 2009)

Variational denoising of partly textured images. - Fang Li 004; Chaomin Shen 001; Chunli Shen; Guixu Zhang (J. Vis. Commun. Image Represent., 2009)

Multiphase Soft Segmentation with Total Variation and H1 Regularization. - Fang Li 004; Chaomin Shen 001; Chunming Li (J. Math. Imaging Vis., 2010)

Multiplicative Noise Removal with Spatially Varying Regularization Parameters. - Fang Li 004; Michael K. Ng 001; Chaomin Shen 001 (SIAM J. Imaging Sci., 2010)

A novel classification method based on membership function. - Yaxin Peng; Chaomin Shen 001; Lijia Wang; Guixu Zhang (Image Processing, 2011)

A fast implementation algorithm of TV inpainting model based on operator splitting method. - Fang Li 004; Chaomin Shen 001; Ruihua Liu; Jinsong Fan (Comput. Electr. Eng., 2011)

Spectral unmixing using sparse and smooth nonnegative matrix factorization. - Changyuan Wu; Chaomin Shen 001 (Geoinformatics, 2013)

Affine registration for multidimensional point sets under the framework of Lie group. - Lifen Ding; Yaxin Peng; Chaomin Shen 001; Zhiyu Hu (J. Electronic Imaging, 2013)

A Variational Approach for Pan-Sharpening. - Faming Fang; Fang Li 004; Chaomin Shen 001; Guixu Zhang (IEEE Trans. Image Process., 2013)

Spectral unmixing using Lasso screening rules. - Chaomin Shen 001; Xiaoliang Shi; Yingying Xu; Yaxin Peng (IGARSS, 2014)

Framelet based pan-sharpening via a variational method. - Faming Fang; Guixu Zhang; Fang Li 004; Chaomin Shen 001 (Neurocomputing, 2014)

Change Detection Using L 0 Smoothing and Superpixel Techniques. - Xiaoliang Shi; Yingying Xu; Guixu Zhang; Chaomin Shen 001 (KSEM, 2015)

Joint distribution adaptation based TSK Fuzzy logic system for epileptic EEG signal identification. - Hao Feng; Yaxin Peng; Guixu Zhang; Chaomin Shen 001 (BIBM, 2016)

Feature Selection in Click-Through Rate Prediction Based on Gradient Boosting. - Zheng Wang; Qingsong Yu; Chaomin Shen 001; Wenxin Hu (IDEAL, 2016)

A Second-Order Approach for Blind Motion Deblurring by Normalized l_1 Regularization. - Zedong Chen; Faming Fang; Yingying Xu; Chaomin Shen 001 (PCM (2), 2016)

Single Image Super-Resolution Based on Nonlocal Sparse and Low-Rank Regularization. - Chunhong Liu; Faming Fang; Yingying Xu; Chaomin Shen 001 (PRICAI, 2016)

Parallel Hashing Using Representative Points in Hyperoctants. - Chaomin Shen 001; Mixue Yu; Chenxiao Zhao; Yaxin Peng; Guixu Zhang (CIKM, 2018)

Cloud Cover Assessment in Satellite Images Via Deep Ordinal Classification. - Chaomin Shen 001; Chenxiao Zhao; Mixue Yu; Yaxin Peng (IGARSS, 2018)

Global Nonlinear Metric Learning by Gluing Local Linear Metrics. - Yaxin Peng; Lingfang Hu; Shihui Ying; Chaomin Shen 001 (SDM, 2018)

Performance Analysis for SVM Combining with Metric Learning. - Lingfang Hu; Juan Hu; Zhen Ye; Chaomin Shen 001; Yaxin Peng (Neural Process. Lett., 2018)

The Adversarial Attack and Detection under the Fisher Information Metric. - Chenxiao Zhao; P. Thomas Fletcher; Mixue Yu; Yaxin Peng; Guixu Zhang; Chaomin Shen 001 (AAAI, 2019)

Deep Ordinal Classification for Automatic Cloud Assessment. - Qixuan Liu; Jinsong Fan; Chaomin Shen 001; Yaxin Peng; Wei Peng (IGARSS, 2019)

Strict Subspace and Label-Space Structure for Domain Adaptation. - Ying Li 028; Pei Zhang; Lin Cheng; Yaxin Peng; Chaomin Shen 001 (KSEM (1), 2019)

Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match. - Yaxin Peng; Naiwu Wen; Xiaohuang Zhu; Chaomin Shen 001 (KSEM (1), 2019)

Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix. - Chaomin Shen 001; Yaxin Peng; Guixu Zhang; Jinsong Fan (CoRR, 2019)

Label Smoothing Technique for Ordinal Classification in Cloud Assessment. - Yuxuan Wei; Qixuan Liu; Guixu Zhang; Yaxin Peng; Chaomin Shen 001 (IGARSS, 2020)

An Accelerated and Robust Partial Registration Algorithm for Point Clouds. - Xin Wang 084; Xiaohuang Zhu; Shihui Ying; Chaomin Shen 001 (IEEE Access, 2020)

CAB U-Net: An end-to-end category attention boosting algorithm for segmentation. - Xiaofeng Ding 003; Yaxin Peng; Chaomin Shen 001; Tieyong Zeng (Comput. Medical Imaging Graph., 2020)

Gleason Score Prediction using Deep Learning in Tissue Microarray Image. - Yihong Zhang; Jing Zhang; Yang Song; Chaomin Shen 001; Guang Yang (CoRR, 2020)

Rate-distortion model for grayscale-invariance reversible data hiding. - Siyan Zhou; Weiming Zhang 001; Chaomin Shen 001 (Signal Process., 2020)

SCARF: A Semantic Constrained Attention Refinement Network for Semantic Segmentation. - Xiaofeng Ding 003; Chaomin Shen 001; Zhengping Che; Tieyong Zeng; Yaxin Peng (ICCVW, 2021)

Multi-Stage Fusion for Multi-Class 3D Lidar Detection. - Zejie Wang; Zhen Zhao; Zhao Jin; Zhengping Che; Jian Tang 008; Chaomin Shen 001; Yaxin Peng (ICCVW, 2021)

VAN: Voting and Attention Based Network for Unsupervised Medical Image Registration. - Zhiang Zu; Guixu Zhang; Yaxin Peng; Zhen Ye; Chaomin Shen 001 (PRICAI (1), 2021)

Label-Guided Auxiliary Training Improves 3D Object Detector. - Yaomin Huang; Xinmei Liu; Yichen Zhu; Zhiyuan Xu; Chaomin Shen 001; Zhengping Che; Guixu Zhang; Yaxin Peng; Feifei Feng; Jian Tang 008 (ECCV (9), 2022)

Hybrid Atlas Building with Deep Registration Priors. - Nian Wu; Jian Wang 075; Miaomiao Zhang 002; Guixu Zhang; Yaxin Peng; Chaomin Shen 001 (ISBI, 2022)

Scale robust point matching-Net: End-to-end scale point matching using Lie group. - Xin Wang 084; Hui Ding; Guangwei Zhao; Yaxin Peng; Chaomin Shen 001 (IET Comput. Vis., 2022)

CP3: Channel Pruning Plug-in for Point-Based Networks. - Yaomin Huang; Ning Liu 007; Zhengping Che; Zhiyuan Xu; Chaomin Shen 001; Yaxin Peng; Guixu Zhang; Xinmei Liu; Feifei Feng; Jian Tang 008 (CVPR, 2023)

CMG-Net: An End-to-End Contact-based Multi-Finger Dexterous Grasping Network. - Mingze Wei; Yaomin Huang; Zhiyuan Xu; Ning Liu 007; Zhengping Che; Xinyu Zhang; Chaomin Shen 001; Feifei Feng; Chun Shan; Jian Tang 008 (ICRA, 2023)

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. - Wanying Wang; Yichen Zhu; Yirui Zhou; Chaomin Shen 001; Jian Tang 008; Zhiyuan Xu; Yaxin Peng; Yangchun Zhang (AAAI, 2024)

Harmonizing Knowledge Transfer in Neural Network with Unified Distillation. - Yaomin Huang; Zaomin Yan; Chaomin Shen 001; Faming Fang; Guixu Zhang (ECCV (33), 2024)

Object-Centric Instruction Augmentation for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Minjie Zhu; Jinming Li; Zhiyuan Xu; Zhengping Che; Chaomin Shen 001; Yaxin Peng; Dong Liu; Feifei Feng; Jian Tang 008 (ICRA, 2024)

Language-Conditioned Robotic Manipulation with Fast and Slow Thinking. - Minjie Zhu; Yichen Zhu; Jinming Li; Junjie Wen; Zhiyuan Xu; Zhengping Che; Chaomin Shen 001; Yaxin Peng; Dong Liu; Feifei Feng; Jian Tang 008 (ICRA, 2024)

Student-Oriented Teacher Knowledge Refinement for Knowledge Distillation. - Chaomin Shen 001; Yaomin Huang; Haokun Zhu; Jinsong Fan; Guixu Zhang (ACM Multimedia, 2024)

AffViT: Fast Affine Medical Image Registration with Convolutional Vision Transformer. - Chaomin Shen 001; Hao Huang; Zhongyi Zhou (PRICAI (3), 2024)

Visual Robotic Manipulation with Depth-Aware Pretraining. - Jinming Li; Wanying Wang; Yaxin Peng; Chaomin Shen 001; Yichen Zhu; Zhiyuan Xu (ROBIO, 2024)

Visual Robotic Manipulation with Depth-Aware Pretraining. - Wanying Wang; Jinming Li; Yichen Zhu; Zhiyuan Xu; Zhengping Che; Yaxin Peng; Chaomin Shen 001; Dong Liu; Feifei Feng; Jian Tang 008 (CoRR, 2024)

Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models. - Minjie Zhu; Yichen Zhu; Xin Liu 086; Ning Liu 007; Zhiyuan Xu; Chaomin Shen 001; Yaxin Peng; Zhicai Ou; Feifei Feng; Jian Tang 008 (CoRR, 2024)

TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Jinming Li; Minjie Zhu; Kun Wu 001; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; Jian Tang 008 (CoRR, 2024)

Scaling Diffusion Policy in Transformer to 1 Billion Parameters for Robotic Manipulation. - Minjie Zhu; Yichen Zhu; Jinming Li; Junjie Wen; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; Jian Tang 008 (CoRR, 2024)

Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression. - Junjie Wen; Minjie Zhu; Yichen Zhu; Zhibin Tang; Jinming Li; Zhongyi Zhou; Chengmeng Li; Xiaoyu Liu; Yaxin Peng; Chaomin Shen 001; Feifei Feng (CoRR, 2024)

A coarse-to-fine unsupervised domain adaptation method based on metric learning. - Yaxin Peng; Keni Yang; Fangrong Zhao; Chaomin Shen 001; Yangchun Zhang (J. Intell. Fuzzy Syst., 2024)

A Comprehensive Overhaul of Multimodal Assistant with Small Language Models. - Minjie Zhu; Yichen Zhu; Ning Liu 007; Xin Liu 086; Zhiyuan Xu; Chaomin Shen 001; Yaxin Peng (AAAI, 2025)

Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning. - Zhongyi Zhou; Yaxin Peng; Pin Yi; Minjie Zhu; Chaomin Shen 001 (ICASSP, 2025)

Efficient Feature Fusion for UAV Object Detection. - Xudong Wang; Yaxin Peng; Chaomin Shen 001 (CoRR, 2025)

DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control. - Junjie Wen; Yichen Zhu; Jinming Li; Zhibin Tang; Chaomin Shen 001; Feifei Feng (CoRR, 2025)

ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model. - Zhongyi Zhou; Yichen Zhu; Minjie Zhu; Junjie Wen; Ning Liu 007; Zhiyuan Xu; Weibin Meng; Ran Cheng; Yaxin Peng; Chaomin Shen 001; Feifei Feng (CoRR, 2025)

ObjectVLA: End-to-End Open-World Object Manipulation Without Demonstration. - Minjie Zhu; Yichen Zhu; Jinming Li; Zhongyi Zhou; Junjie Wen; Xiaoyu Liu; Chaomin Shen 001; Yaxin Peng; Feifei Feng (CoRR, 2025)

SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation. - Xiaofeng Ding 003; Chaomin Shen 001; Tieyong Zeng; Yaxin Peng (IEEE Trans. Neural Networks Learn. Syst., 2025)

TinyVLA: Toward Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Jinming Li; Minjie Zhu; Zhibin Tang; Kun Wu 001; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; et al. (IEEE Robotics Autom. Lett., 2025)

WorldEval: World Model as Real-World Robot Policies Evaluator. - Yaxuan Li; Yichen Zhu; Junjie Wen; Chaomin Shen 001; Yi Xu (CoRR, 2025)

ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge. - Zhongyi Zhou; Yichen Zhu; Junjie Wen; Chaomin Shen 001; Yi Xu (CoRR, 2025)